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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025
RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025
ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks IJCAI 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025
Binary Event-Driven Spiking Transformer IJCAI 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025
LLMs on a Budget? Say HOLA EMNLP 2025
MOBIUS: Big-to-Mobile Universal Instance Segmentation via Multi-modal Bottleneck Fusion and Calibrated Decoder Pruning ICCV 2025
Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025
FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization ICCV 2025
DM-EFS: Dynamically Multiplexed Expanded Features Set Form for Robust and Efficient Small Object Detection ICCV 2025
A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025
KD-MSLRT: Lightweight Sign Language Recognition Model Based on Mediapipe and 3D to 1D Knowledge Distillation AAAI 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025
MixA: A Mixed Attention approach with Stable Lightweight Linear Attention to enhance Efficiency of Vision Transformers at the Edge ICCV 2025
Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract) AAAI 2025
Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets ICCV 2025